Yuyan Ge

@inproceedings{ge2026cardiacage,
  title = {Assessment of Cardiovascular Age from Echocardiography Using Deep Learning},
  author = {Ge, Yuyan and Tavolinejad, Hamed and Sarmiento Bustamante, Mateo and Haeffele, Benjamin and Vidal, Ren{\'e} and Chirinos, Julio},
  booktitle = {North American Artery (NAA) Annual Conference},
  year = {2026},
}

@article{liu2026brainparc,
  title = {{BrainParc}: Unified Lifespan Brain Parcellation from Structural {MR} Images},
  author = {Liu, Jiameng and Liu, Feihong and Sun, Kaicong and Cui, Zhiming and Sun, Tianyang and Cao, Zehong and Huang, Jiawei and Bai, Shuwei and Wang, Yulin and Dou, Yulong and Zhang, Kaicheng and Jiang, Caiwen and Ge, Yuyan and Zhang, Han and Shi, Feng and Shen, Dinggang},
  journal = {Nature Computational Science},
  year = {2026},
  doi = {10.1038/s43588-026-00963-5},
}

@inproceedings{shroff2026sonoyolo,
  title = {{SonoYOLO + MedSAM2}: A Pipeline for Automatic Detection and Segmentation of Regions of Interest in Cardiac Ultrasound Videos},
  author = {Shroff, Iraj and Ge, Yuyan and Vidal, Ren{\'e}},
  booktitle = {IEEE International Symposium on Biomedical Imaging (ISBI)},
  year = {2026},
  doi = {10.1109/ISBI61048.2026.11516015},
}

@inproceedings{chan2025conformal,
  title = {Conformal Information Pursuit for Interactively Guiding Large Language Models},
  author = {Chan, Kwan Ho Ryan and Ge, Yuyan and Dobriban, Edgar and Hassani, Hamed and Vidal, Ren{\'e}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
}

@inproceedings{ge2025ipcrr,
  title = {{IP-CRR}: Information Pursuit for Interpretable Classification of Chest Radiology Reports},
  author = {Ge, Yuyan and Chan, Kwan Ho Ryan and Messina, Pablo and Vidal, Ren{\'e}},
  booktitle = {Medical Image Computing and Computer-Assisted Intervention (MICCAI)},
  year = {2025},
}

@article{lin2025cxrlt,
  title = {{CXR-LT} 2024: A {MICCAI} Challenge on Long-Tailed, Multi-Label, and Zero-Shot Disease Classification from Chest {X}-ray},
  author = {Lin, Mingquan and Holste, Gregory and Wang, Song and Zhou, Yiliang and Wei, Yishu and Banerjee, Imon and Chen, Pengyi and Dai, Tianjie and Du, Yuexi and Dvornek, Nicha C. and Ge, Yuyan and Guo, Zuwei and Hanaoka, Shouhei and Kim, Dongkyun and Messina, Pablo and Lu, Yang and Parra, Denis and Son, Donghyun and Soto, {\'A}lvaro and Urooj, Aisha and Vidal, Ren{\'e} and Yamagishi, Yosuke and Yan, Pingkun and Yang, Zefan and Zhang, Ruichi and Zhou, Yang and Celi, Leo Anthony and Summers, Ronald M. and Lu, Zhiyong and Chen, Hao and Flanders, Adam E. and Shih, George and Wang, Zhangyang and Peng, Yifan},
  journal = {Medical Image Analysis},
  volume = {106},
  pages = {103739},
  year = {2025},
  doi = {10.1016/j.media.2025.103739},
}

@inproceedings{ge2022multi,
  title = {Multi-Scale and Focal Region Based Deep Learning Network for Fine Brain Parcellation},
  author = {Ge, Yuyan and Tang, Zhenyu and Ma, Lei and Jiang, Caiwen and Shi, Feng and Du, Shaoyi and Shen, Dinggang},
  booktitle = {MICCAI Workshop on Machine Learning in Medical Imaging (MLMI)},
  pages = {466--475},
  year = {2022},
}